Cardiac surgery risk prediction using ensemble machine learning to incorporate legacy risk scores: A benchmarking study

OBJECTIVE: The introduction of new clinical risk scores (e.g. European System for Cardiac Operative Risk Evaluation (EuroSCORE) II) superseding original scores (e.g. EuroSCORE I) with different variable sets typically result in disparate datasets due to high levels of missingness for new score varia...

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Detalles Bibliográficos
Autores principales: Dong, Tim, Sinha, Shubhra, Zhai, Ben, Fudulu, Daniel P, Chan, Jeremy, Narayan, Pradeep, Judge, Andy, Caputo, Massimo, Dimagli, Arnaldo, Benedetto, Umberto, Angelini, Gianni D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2023
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10363892/
https://www.ncbi.nlm.nih.gov/pubmed/37492033
http://dx.doi.org/10.1177/20552076231187605

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10363892/
https://www.ncbi.nlm.nih.gov/pubmed/37492033
http://dx.doi.org/10.1177/20552076231187605

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